Overview
Brought to you by YData
Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 3774 |
| Missing cells | 7199 |
| Missing cells (%) | 8.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 621.8 B |
Variable types
| Categorical | 10 |
|---|---|
| Text | 4 |
| Numeric | 9 |
bathroom is highly overall correlated with bedRoom and 4 other fields | High correlation |
bedRoom is highly overall correlated with bathroom and 4 other fields | High correlation |
builtup is highly overall correlated with carpet_area and 2 other fields | High correlation |
carpet_area is highly overall correlated with bathroom and 4 other fields | High correlation |
facing is highly overall correlated with builtup | High correlation |
price_in_lacs is highly overall correlated with bathroom and 5 other fields | High correlation |
price_per_sqft_inrs is highly overall correlated with price_in_lacs | High correlation |
property_type is highly overall correlated with bedRoom and 2 other fields | High correlation |
servant_room is highly overall correlated with bathroom and 1 other fields | High correlation |
super_builtup is highly overall correlated with bathroom and 6 other fields | High correlation |
store_room is highly imbalanced (56.3%) | Imbalance |
super_builtup has 1861 (49.3%) missing values | Missing |
builtup has 2072 (54.9%) missing values | Missing |
carpet_area has 1836 (48.6%) missing values | Missing |
facing has 1092 (28.9%) missing values | Missing |
furnish_type has 159 (4.2%) missing values | Missing |
luxury_score has 159 (4.2%) missing values | Missing |
builtup is highly skewed (γ1 = 40.93184727) | Skewed |
carpet_area is highly skewed (γ1 = 24.75825056) | Skewed |
floorNum has 131 (3.5%) zeros | Zeros |
luxury_score has 426 (11.3%) zeros | Zeros |
Reproduction
| Analysis started | 2025-10-04 05:56:11.340907 |
|---|---|
| Analysis finished | 2025-10-04 05:56:27.649269 |
| Duration | 16.31 seconds |
| Software version | ydata-profiling vv4.17.0 |
| Download configuration | config.json |
Variables
property_type
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 196.3 KiB |
| flat | |
|---|---|
| house |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 4.2228405 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | flat |
|---|---|
| 2nd row | flat |
| 3rd row | flat |
| 4th row | flat |
| 5th row | flat |
Common Values
| Value | Count | Frequency (%) |
| flat | 2933 | |
| house | 841 | 22.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| flat | 2933 | |
| house | 841 | 22.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 2933 | |
| l | 2933 | |
| a | 2933 | |
| t | 2933 | |
| h | 841 | 5.3% |
| o | 841 | 5.3% |
| u | 841 | 5.3% |
| s | 841 | 5.3% |
| e | 841 | 5.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 15937 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 2933 | |
| l | 2933 | |
| a | 2933 | |
| t | 2933 | |
| h | 841 | 5.3% |
| o | 841 | 5.3% |
| u | 841 | 5.3% |
| s | 841 | 5.3% |
| e | 841 | 5.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15937 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 2933 | |
| l | 2933 | |
| a | 2933 | |
| t | 2933 | |
| h | 841 | 5.3% |
| o | 841 | 5.3% |
| u | 841 | 5.3% |
| s | 841 | 5.3% |
| e | 841 | 5.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15937 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 2933 | |
| l | 2933 | |
| a | 2933 | |
| t | 2933 | |
| h | 841 | 5.3% |
| o | 841 | 5.3% |
| u | 841 | 5.3% |
| s | 841 | 5.3% |
| e | 841 | 5.3% |
society
Text
| Distinct | 671 |
|---|---|
| Distinct (%) | 17.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 243.1 KiB |
Length
| Max length | 49 |
|---|---|
| Median length | 39 |
| Mean length | 16.922608 |
| Min length | 1 |
Unique
| Unique | 290 ? |
|---|---|
| Unique (%) | 7.7% |
Sample
| 1st row | maa bhagwati residency |
|---|---|
| 2nd row | apna enclave |
| 3rd row | tulsiani easy in homes |
| 4th row | smart world orchard |
| 5th row | parkwood westend |
| Value | Count | Frequency (%) |
| independent | 484 | 4.9% |
| the | 362 | 3.6% |
| dlf | 224 | 2.2% |
| park | 219 | 2.2% |
| city | 167 | 1.7% |
| global | 163 | 1.6% |
| signature | 159 | 1.6% |
| m3m | 156 | 1.6% |
| emaar | 155 | 1.6% |
| heights | 139 | 1.4% |
| Other values (782) | 7729 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 6881 | 10.8% |
| 6186 | 9.7% | |
| a | 6045 | 9.5% |
| r | 4322 | 6.8% |
| n | 4229 | 6.6% |
| i | 3935 | 6.2% |
| t | 3816 | 6.0% |
| s | 3611 | 5.7% |
| l | 3050 | 4.8% |
| o | 2846 | 4.5% |
| Other values (31) | 18928 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 57100 | |
| Space Separator | 6186 | 9.7% |
| Decimal Number | 545 | 0.9% |
| Other Punctuation | 10 | < 0.1% |
| Dash Punctuation | 8 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 6881 | |
| a | 6045 | 10.6% |
| r | 4322 | 7.6% |
| n | 4229 | 7.4% |
| i | 3935 | 6.9% |
| t | 3816 | 6.7% |
| s | 3611 | 6.3% |
| l | 3050 | 5.3% |
| o | 2846 | 5.0% |
| d | 2530 | 4.4% |
| Other values (16) | 15835 |
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 214 | |
| 2 | 82 | 15.0% |
| 1 | 75 | 13.8% |
| 6 | 61 | 11.2% |
| 8 | 35 | 6.4% |
| 4 | 19 | 3.5% |
| 5 | 17 | 3.1% |
| 9 | 15 | 2.8% |
| 7 | 14 | 2.6% |
| 0 | 13 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 | |
| / | 2 | 20.0% |
| . | 1 | 10.0% |
Space Separator
| Value | Count | Frequency (%) |
| 6186 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 57100 | |
| Common | 6749 | 10.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 6881 | |
| a | 6045 | 10.6% |
| r | 4322 | 7.6% |
| n | 4229 | 7.4% |
| i | 3935 | 6.9% |
| t | 3816 | 6.7% |
| s | 3611 | 6.3% |
| l | 3050 | 5.3% |
| o | 2846 | 5.0% |
| d | 2530 | 4.4% |
| Other values (16) | 15835 |
Common
| Value | Count | Frequency (%) |
| 6186 | ||
| 3 | 214 | 3.2% |
| 2 | 82 | 1.2% |
| 1 | 75 | 1.1% |
| 6 | 61 | 0.9% |
| 8 | 35 | 0.5% |
| 4 | 19 | 0.3% |
| 5 | 17 | 0.3% |
| 9 | 15 | 0.2% |
| 7 | 14 | 0.2% |
| Other values (5) | 31 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 63849 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 6881 | 10.8% |
| 6186 | 9.7% | |
| a | 6045 | 9.5% |
| r | 4322 | 6.8% |
| n | 4229 | 6.6% |
| i | 3935 | 6.2% |
| t | 3816 | 6.0% |
| s | 3611 | 5.7% |
| l | 3050 | 4.8% |
| o | 2846 | 4.5% |
| Other values (31) | 18928 |
sector
Text
| Distinct | 141 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 217.9 KiB |
Length
| Max length | 26 |
|---|---|
| Median length | 10 |
| Mean length | 10.08903 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | sector 7 |
|---|---|
| 2nd row | sector 3 |
| 3rd row | sohna road |
| 4th row | sector 61 |
| 5th row | sector 92 |
| Value | Count | Frequency (%) |
| sector | 3536 | |
| road | 187 | 2.5% |
| sohna | 175 | 2.3% |
| 102 | 113 | 1.5% |
| 85 | 110 | 1.5% |
| 92 | 104 | 1.4% |
| 69 | 94 | 1.2% |
| 65 | 90 | 1.2% |
| 81 | 89 | 1.2% |
| 90 | 89 | 1.2% |
| Other values (106) | 2992 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6700 | ||
| o | 3909 | |
| s | 3791 | |
| r | 3790 | |
| e | 3636 | |
| c | 3589 | |
| t | 3547 | |
| 1 | 1084 | 2.8% |
| 0 | 817 | 2.1% |
| 8 | 805 | 2.1% |
| Other values (21) | 6408 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23934 | |
| Decimal Number | 7442 | 19.5% |
| Space Separator | 6700 | 17.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 3909 | |
| s | 3791 | |
| r | 3790 | |
| e | 3636 | |
| c | 3589 | |
| t | 3547 | |
| a | 729 | 3.0% |
| d | 263 | 1.1% |
| n | 239 | 1.0% |
| h | 213 | 0.9% |
| Other values (10) | 228 | 1.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1084 | |
| 0 | 817 | |
| 8 | 805 | |
| 9 | 801 | |
| 6 | 750 | |
| 7 | 704 | |
| 2 | 695 | |
| 3 | 689 | |
| 5 | 604 | |
| 4 | 493 |
Space Separator
| Value | Count | Frequency (%) |
| 6700 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 23934 | |
| Common | 14142 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 3909 | |
| s | 3791 | |
| r | 3790 | |
| e | 3636 | |
| c | 3589 | |
| t | 3547 | |
| a | 729 | 3.0% |
| d | 263 | 1.1% |
| n | 239 | 1.0% |
| h | 213 | 0.9% |
| Other values (10) | 228 | 1.0% |
Common
| Value | Count | Frequency (%) |
| 6700 | ||
| 1 | 1084 | 7.7% |
| 0 | 817 | 5.8% |
| 8 | 805 | 5.7% |
| 9 | 801 | 5.7% |
| 6 | 750 | 5.3% |
| 7 | 704 | 5.0% |
| 2 | 695 | 4.9% |
| 3 | 689 | 4.9% |
| 5 | 604 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38076 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6700 | ||
| o | 3909 | |
| s | 3791 | |
| r | 3790 | |
| e | 3636 | |
| c | 3589 | |
| t | 3547 | |
| 1 | 1084 | 2.8% |
| 0 | 817 | 2.1% |
| 8 | 805 | 2.1% |
| Other values (21) | 6408 |
price_in_lacs
Real number (ℝ)
High correlation
| Distinct | 552 |
|---|---|
| Distinct (%) | 14.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.12568 |
| Minimum | 7.5 |
|---|---|
| Maximum | 3150 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 7.5 |
|---|---|
| 5-th percentile | 37 |
| Q1 | 94 |
| median | 150 |
| Q3 | 270 |
| 95-th percentile | 848.35 |
| Maximum | 3150 |
| Range | 3142.5 |
| Interquartile range (IQR) | 176 |
Descriptive statistics
| Standard deviation | 294.1614 |
|---|---|
| Coefficient of variation (CV) | 1.1760544 |
| Kurtosis | 15.420423 |
| Mean | 250.12568 |
| Median Absolute Deviation (MAD) | 71 |
| Skewness | 3.3229473 |
| Sum | 943974.32 |
| Variance | 86530.927 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 125 | 83 | 2.2% |
| 120 | 66 | 1.7% |
| 110 | 66 | 1.7% |
| 150 | 65 | 1.7% |
| 90 | 65 | 1.7% |
| 140 | 62 | 1.6% |
| 130 | 60 | 1.6% |
| 200 | 56 | 1.5% |
| 95 | 56 | 1.5% |
| 100 | 51 | 1.4% |
| Other values (542) | 3144 |
| Value | Count | Frequency (%) |
| 7.5 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 17.5 | 1 | < 0.1% |
| 19 | 1 | < 0.1% |
| 20 | 8 | |
| 20.5 | 1 | < 0.1% |
| 21 | 6 | |
| 22 | 9 | |
| 23.5 | 1 | < 0.1% |
| 24 | 6 |
| Value | Count | Frequency (%) |
| 3150 | 1 | < 0.1% |
| 2750 | 1 | < 0.1% |
| 2600 | 2 | |
| 2500 | 1 | < 0.1% |
| 2400 | 1 | < 0.1% |
| 2300 | 1 | < 0.1% |
| 2200 | 1 | < 0.1% |
| 2000 | 3 | |
| 1950 | 2 | |
| 1900 | 3 |
price_per_sqft_inrs
Real number (ℝ)
High correlation
| Distinct | 2649 |
|---|---|
| Distinct (%) | 70.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13711.496 |
| Minimum | 4 |
|---|---|
| Maximum | 600000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4716.65 |
| Q1 | 6806.5 |
| median | 9000 |
| Q3 | 13763.25 |
| 95-th percentile | 33203.15 |
| Maximum | 600000 |
| Range | 599996 |
| Interquartile range (IQR) | 6956.75 |
Descriptive statistics
| Standard deviation | 22682.341 |
|---|---|
| Coefficient of variation (CV) | 1.6542572 |
| Kurtosis | 198.10198 |
| Mean | 13711.496 |
| Median Absolute Deviation (MAD) | 2757.5 |
| Skewness | 11.761087 |
| Sum | 51747185 |
| Variance | 5.1448859 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10000 | 28 | 0.7% |
| 8000 | 19 | 0.5% |
| 12500 | 17 | 0.5% |
| 5000 | 17 | 0.5% |
| 7500 | 14 | 0.4% |
| 11111 | 14 | 0.4% |
| 6666 | 14 | 0.4% |
| 8333 | 13 | 0.3% |
| 22222 | 13 | 0.3% |
| 33333 | 11 | 0.3% |
| Other values (2639) | 3614 |
| Value | Count | Frequency (%) |
| 4 | 1 | |
| 5 | 1 | |
| 7 | 1 | |
| 9 | 1 | |
| 53 | 1 | |
| 57 | 1 | |
| 58 | 2 | |
| 60 | 1 | |
| 61 | 1 | |
| 79 | 1 |
| Value | Count | Frequency (%) |
| 600000 | 1 | |
| 400000 | 1 | |
| 315789 | 1 | |
| 308333 | 1 | |
| 290948 | 1 | |
| 283333 | 1 | |
| 266666 | 1 | |
| 261194 | 1 | |
| 245398 | 1 | |
| 241666 | 1 |
area
Text
| Distinct | 2554 |
|---|---|
| Distinct (%) | 67.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 217.5 KiB |
Length
| Max length | 25 |
|---|---|
| Median length | 7 |
| Mean length | 9.9809221 |
| Min length | 4 |
Unique
| Unique | 2022 ? |
|---|---|
| Unique (%) | 53.6% |
Sample
| 1st row | 900.0 |
|---|---|
| 2nd row | 650.03 |
| 3rd row | 595.06 |
| 4th row | 1200.0 |
| 5th row | 1345.12 |
| Value | Count | Frequency (%) |
| area | 841 | 13.4% |
| sq.m | 841 | 13.4% |
| plot | 666 | 10.6% |
| built-up | 134 | 2.1% |
| 301 | 45 | 0.7% |
| carpet | 41 | 0.7% |
| 2000.0 | 33 | 0.5% |
| 251 | 32 | 0.5% |
| 84 | 30 | 0.5% |
| 167 | 26 | 0.4% |
| Other values (2466) | 3608 |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 4615 | 12.3% |
| 0 | 3641 | 9.7% |
| 1 | 3638 | 9.7% |
| 2523 | 6.7% | |
| 2 | 2319 | 6.2% |
| 5 | 1871 | 5.0% |
| 3 | 1481 | 3.9% |
| 4 | 1353 | 3.6% |
| 9 | 1265 | 3.4% |
| 6 | 1248 | 3.3% |
| Other values (21) | 13714 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 18979 | |
| Lowercase Letter | 8053 | |
| Other Punctuation | 4615 | 12.3% |
| Space Separator | 2523 | 6.7% |
| Uppercase Letter | 1682 | 4.5% |
| Open Punctuation | 841 | 2.2% |
| Close Punctuation | 841 | 2.2% |
| Dash Punctuation | 134 | 0.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 882 | |
| a | 882 | |
| e | 882 | |
| t | 841 | |
| m | 841 | |
| q | 841 | |
| s | 841 | |
| l | 800 | |
| o | 666 | |
| u | 268 | 3.3% |
| Other values (2) | 309 | 3.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3641 | |
| 1 | 3638 | |
| 2 | 2319 | |
| 5 | 1871 | |
| 3 | 1481 | |
| 4 | 1353 | 7.1% |
| 9 | 1265 | 6.7% |
| 6 | 1248 | 6.6% |
| 8 | 1084 | 5.7% |
| 7 | 1079 | 5.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 841 | |
| P | 666 | |
| B | 134 | 8.0% |
| C | 41 | 2.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4615 |
Space Separator
| Value | Count | Frequency (%) |
| 2523 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 841 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 841 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 134 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 27933 | |
| Latin | 9735 | 25.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 882 | |
| a | 882 | |
| e | 882 | |
| A | 841 | |
| t | 841 | |
| m | 841 | |
| q | 841 | |
| s | 841 | |
| l | 800 | |
| o | 666 | |
| Other values (6) | 1418 |
Common
| Value | Count | Frequency (%) |
| . | 4615 | |
| 0 | 3641 | |
| 1 | 3638 | |
| 2523 | ||
| 2 | 2319 | |
| 5 | 1871 | |
| 3 | 1481 | 5.3% |
| 4 | 1353 | 4.8% |
| 9 | 1265 | 4.5% |
| 6 | 1248 | 4.5% |
| Other values (5) | 3979 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37668 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 4615 | 12.3% |
| 0 | 3641 | 9.7% |
| 1 | 3638 | 9.7% |
| 2523 | 6.7% | |
| 2 | 2319 | 6.2% |
| 5 | 1871 | 5.0% |
| 3 | 1481 | 3.9% |
| 4 | 1353 | 3.6% |
| 9 | 1265 | 3.4% |
| 6 | 1248 | 3.3% |
| Other values (21) | 13714 |
areaWithType
Text
| Distinct | 2347 |
|---|---|
| Distinct (%) | 62.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 379.6 KiB |
Length
| Max length | 124 |
|---|---|
| Median length | 119 |
| Mean length | 53.970323 |
| Min length | 12 |
Unique
| Unique | 1777 ? |
|---|---|
| Unique (%) | 47.1% |
Sample
| 1st row | Carpet area: 900 (83.61 sq.m.) |
|---|---|
| 2nd row | Carpet area: 650 (60.39 sq.m.) |
| 3rd row | Carpet area: 595 (55.28 sq.m.) |
| 4th row | Carpet area: 1200 (111.48 sq.m.) |
| 5th row | Super Built up area 1345(124.95 sq.m.) |
| Value | Count | Frequency (%) |
| area | 5694 | |
| sq.m | 3750 | |
| up | 3090 | 10.0% |
| built | 2384 | 7.7% |
| super | 1913 | 6.2% |
| sq.ft | 1779 | 5.8% |
| sq.m.)carpet | 1206 | 3.9% |
| carpet | 728 | 2.4% |
| sq.m.)built | 704 | 2.3% |
| plot | 666 | 2.2% |
| Other values (2839) | 8910 |
Most occurring characters
| Value | Count | Frequency (%) |
| 27050 | 13.3% | |
| . | 20799 | 10.2% |
| a | 13457 | 6.6% |
| r | 9676 | 4.8% |
| e | 9545 | 4.7% |
| 1 | 9433 | 4.6% |
| s | 7703 | 3.8% |
| q | 7572 | 3.7% |
| t | 7473 | 3.7% |
| p | 6941 | 3.4% |
| Other values (25) | 84035 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84498 | |
| Decimal Number | 48134 | |
| Space Separator | 27050 | 13.3% |
| Other Punctuation | 23914 | 11.7% |
| Uppercase Letter | 8784 | 4.3% |
| Close Punctuation | 5652 | 2.8% |
| Open Punctuation | 5652 | 2.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 13457 | |
| r | 9676 | |
| e | 9545 | |
| s | 7703 | |
| q | 7572 | |
| t | 7473 | |
| p | 6941 | |
| u | 6916 | |
| m | 5662 | |
| l | 3756 | 4.4% |
| Other values (5) | 5797 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 9433 | |
| 0 | 6729 | |
| 2 | 5812 | |
| 5 | 4828 | |
| 3 | 4047 | |
| 4 | 3774 | |
| 6 | 3750 | 7.8% |
| 7 | 3323 | 6.9% |
| 8 | 3227 | 6.7% |
| 9 | 3211 | 6.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 3090 | |
| C | 1938 | |
| S | 1913 | |
| U | 1177 | 13.4% |
| P | 666 | 7.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 20799 | |
| : | 3115 | 13.0% |
Space Separator
| Value | Count | Frequency (%) |
| 27050 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 5652 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 5652 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 110402 | |
| Latin | 93282 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 13457 | |
| r | 9676 | |
| e | 9545 | |
| s | 7703 | |
| q | 7572 | |
| t | 7473 | |
| p | 6941 | |
| u | 6916 | |
| m | 5662 | 6.1% |
| l | 3756 | 4.0% |
| Other values (10) | 14581 |
Common
| Value | Count | Frequency (%) |
| 27050 | ||
| . | 20799 | |
| 1 | 9433 | 8.5% |
| 0 | 6729 | 6.1% |
| 2 | 5812 | 5.3% |
| ) | 5652 | 5.1% |
| ( | 5652 | 5.1% |
| 5 | 4828 | 4.4% |
| 3 | 4047 | 3.7% |
| 4 | 3774 | 3.4% |
| Other values (5) | 16626 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 203684 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 27050 | 13.3% | |
| . | 20799 | 10.2% |
| a | 13457 | 6.6% |
| r | 9676 | 4.8% |
| e | 9545 | 4.7% |
| 1 | 9433 | 4.6% |
| s | 7703 | 3.8% |
| q | 7572 | 3.7% |
| t | 7473 | 3.7% |
| p | 6941 | 3.4% |
| Other values (25) | 84035 |
super_builtup
Real number (ℝ)
High correlation Missing
| Distinct | 586 |
|---|---|
| Distinct (%) | 30.6% |
| Missing | 1861 |
| Missing (%) | 49.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1921.8437 |
| Minimum | 89 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 89 |
|---|---|
| 5-th percentile | 760.2 |
| Q1 | 1457 |
| median | 1828 |
| Q3 | 2215 |
| 95-th percentile | 3187.8 |
| Maximum | 10000 |
| Range | 9911 |
| Interquartile range (IQR) | 758 |
Descriptive statistics
| Standard deviation | 767.24362 |
|---|---|
| Coefficient of variation (CV) | 0.39922269 |
| Kurtosis | 10.088504 |
| Mean | 1921.8437 |
| Median Absolute Deviation (MAD) | 372 |
| Skewness | 1.8243684 |
| Sum | 3676487 |
| Variance | 588662.77 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1650 | 38 | 1.0% |
| 1950 | 38 | 1.0% |
| 2000 | 26 | 0.7% |
| 1578 | 25 | 0.7% |
| 2150 | 23 | 0.6% |
| 1640 | 22 | 0.6% |
| 2408 | 20 | 0.5% |
| 1900 | 19 | 0.5% |
| 1350 | 19 | 0.5% |
| 1930 | 18 | 0.5% |
| Other values (576) | 1665 | |
| (Missing) | 1861 |
| Value | Count | Frequency (%) |
| 89 | 1 | |
| 145 | 1 | |
| 161 | 1 | |
| 215 | 1 | |
| 216 | 1 | |
| 325 | 1 | |
| 340 | 1 | |
| 352 | 1 | |
| 380 | 1 | |
| 406 | 1 |
| Value | Count | Frequency (%) |
| 10000 | 1 | |
| 6926 | 1 | |
| 6000 | 1 | |
| 5800 | 2 | |
| 5514 | 1 | |
| 5350 | 2 | |
| 5200 | 2 | |
| 4890 | 1 | |
| 4857 | 2 | |
| 4848 | 2 |
builtup
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 609 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 2072 |
| Missing (%) | 54.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1847.4318 |
| Minimum | 2 |
|---|---|
| Maximum | 737147 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 135.15 |
| Q1 | 368.25 |
| median | 1297.5 |
| Q3 | 1900 |
| 95-th percentile | 3849.05 |
| Maximum | 737147 |
| Range | 737145 |
| Interquartile range (IQR) | 1531.75 |
Descriptive statistics
| Standard deviation | 17880.549 |
|---|---|
| Coefficient of variation (CV) | 9.6785973 |
| Kurtosis | 1684.1751 |
| Mean | 1847.4318 |
| Median Absolute Deviation (MAD) | 752 |
| Skewness | 40.931847 |
| Sum | 3144329 |
| Variance | 3.1971403 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 360 | 44 | 1.2% |
| 300 | 34 | 0.9% |
| 1900 | 34 | 0.9% |
| 1600 | 26 | 0.7% |
| 1300 | 25 | 0.7% |
| 2000 | 25 | 0.7% |
| 1700 | 23 | 0.6% |
| 1800 | 22 | 0.6% |
| 200 | 22 | 0.6% |
| 1350 | 21 | 0.6% |
| Other values (599) | 1426 | |
| (Missing) | 2072 |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 40 | 4 | |
| 50 | 6 | |
| 53 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 737147 | 1 | < 0.1% |
| 9500 | 1 | < 0.1% |
| 9000 | 4 | |
| 8286 | 1 | < 0.1% |
| 8000 | 1 | < 0.1% |
| 7500 | 2 | 0.1% |
| 7450 | 1 | < 0.1% |
| 7331 | 1 | < 0.1% |
| 7000 | 9 | |
| 6400 | 1 | < 0.1% |
carpet_area
Real number (ℝ)
High correlation Missing Skewed
| Distinct | 694 |
|---|---|
| Distinct (%) | 35.8% |
| Missing | 1836 |
| Missing (%) | 48.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2487.0728 |
| Minimum | 15 |
|---|---|
| Maximum | 607936 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 15 |
|---|---|
| 5-th percentile | 349.7 |
| Q1 | 830 |
| median | 1296 |
| Q3 | 1788.75 |
| 95-th percentile | 2926.2 |
| Maximum | 607936 |
| Range | 607921 |
| Interquartile range (IQR) | 958.75 |
Descriptive statistics
| Standard deviation | 22409.6 |
|---|---|
| Coefficient of variation (CV) | 9.010432 |
| Kurtosis | 625.91132 |
| Mean | 2487.0728 |
| Median Absolute Deviation (MAD) | 474 |
| Skewness | 24.758251 |
| Sum | 4819947 |
| Variance | 5.0219017 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1400 | 42 | 1.1% |
| 1800 | 36 | 1.0% |
| 1600 | 36 | 1.0% |
| 1200 | 32 | 0.8% |
| 1500 | 30 | 0.8% |
| 1650 | 28 | 0.7% |
| 1350 | 28 | 0.7% |
| 1450 | 23 | 0.6% |
| 1300 | 23 | 0.6% |
| 1000 | 22 | 0.6% |
| Other values (684) | 1638 | |
| (Missing) | 1836 |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 48 | 1 | < 0.1% |
| 50 | 1 | < 0.1% |
| 59 | 1 | < 0.1% |
| 60 | 1 | < 0.1% |
| 66 | 1 | < 0.1% |
| 72 | 1 | < 0.1% |
| 76 | 3 | |
| 77 | 3 |
| Value | Count | Frequency (%) |
| 607936 | 1 | |
| 569243 | 1 | |
| 514396 | 1 | |
| 64529 | 1 | |
| 64412 | 1 | |
| 58141 | 1 | |
| 54917 | 1 | |
| 48811 | 1 | |
| 45966 | 1 | |
| 34401 | 1 |
bedRoom
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3264441 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.8603384 |
|---|---|
| Coefficient of variation (CV) | 0.55925738 |
| Kurtosis | 18.92078 |
| Mean | 3.3264441 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.5312179 |
| Sum | 12554 |
| Variance | 3.460859 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 3 | 1544 | |
| 2 | 987 | |
| 4 | 672 | |
| 5 | 201 | 5.3% |
| 1 | 129 | 3.4% |
| 6 | 73 | 1.9% |
| 9 | 40 | 1.1% |
| 8 | 30 | 0.8% |
| 7 | 28 | 0.7% |
| 12 | 27 | 0.7% |
| Other values (9) | 43 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 129 | 3.4% |
| 2 | 987 | |
| 3 | 1544 | |
| 4 | 672 | |
| 5 | 201 | 5.3% |
| 6 | 73 | 1.9% |
| 7 | 28 | 0.7% |
| 8 | 30 | 0.8% |
| 9 | 40 | 1.1% |
| 10 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 1 | < 0.1% |
| 19 | 2 | 0.1% |
| 18 | 2 | 0.1% |
| 16 | 11 | |
| 14 | 1 | < 0.1% |
| 13 | 4 | 0.1% |
| 12 | 27 | |
| 11 | 1 | < 0.1% |
| 10 | 20 |
bathroom
Real number (ℝ)
High correlation
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3932167 |
| Minimum | 1 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 21 |
| Range | 20 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9111226 |
|---|---|
| Coefficient of variation (CV) | 0.56321855 |
| Kurtosis | 18.188684 |
| Mean | 3.3932167 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 3.2832514 |
| Sum | 12806 |
| Variance | 3.6523897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=19)
| Value | Count | Frequency (%) |
| 3 | 1110 | |
| 2 | 1099 | |
| 4 | 835 | |
| 5 | 292 | 7.7% |
| 1 | 158 | 4.2% |
| 6 | 120 | 3.2% |
| 9 | 40 | 1.1% |
| 7 | 38 | 1.0% |
| 8 | 24 | 0.6% |
| 12 | 21 | 0.6% |
| Other values (9) | 37 | 1.0% |
| Value | Count | Frequency (%) |
| 1 | 158 | 4.2% |
| 2 | 1099 | |
| 3 | 1110 | |
| 4 | 835 | |
| 5 | 292 | 7.7% |
| 6 | 120 | 3.2% |
| 7 | 38 | 1.0% |
| 8 | 24 | 0.6% |
| 9 | 40 | 1.1% |
| 10 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 21 | 1 | < 0.1% |
| 20 | 3 | 0.1% |
| 18 | 4 | 0.1% |
| 17 | 3 | 0.1% |
| 16 | 7 | 0.2% |
| 14 | 2 | 0.1% |
| 13 | 4 | 0.1% |
| 12 | 21 | |
| 11 | 4 | 0.1% |
| 10 | 9 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.3150503 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 2 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3+ | 1189 | |
| 3 | 1105 | |
| 2 | 919 | |
| 1 | 374 | 9.9% |
| 0 | 187 | 5.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2294 | |
| 2 | 919 | |
| 1 | 374 | 9.9% |
| 0 | 187 | 5.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2294 | |
| + | 1189 | |
| 2 | 919 | |
| 1 | 374 | 7.5% |
| 0 | 187 | 3.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3774 | |
| Math Symbol | 1189 | 24.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2294 | |
| 2 | 919 | |
| 1 | 374 | 9.9% |
| 0 | 187 | 5.0% |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1189 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4963 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2294 | |
| + | 1189 | |
| 2 | 919 | |
| 1 | 374 | 7.5% |
| 0 | 187 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4963 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2294 | |
| + | 1189 | |
| 2 | 919 | |
| 1 | 374 | 7.5% |
| 0 | 187 | 3.8% |
floorNum
Real number (ℝ)
Zeros
| Distinct | 43 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 19 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.8404794 |
| Minimum | 0 |
|---|---|
| Maximum | 51 |
| Zeros | 131 |
| Zeros (%) | 3.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 18 |
| Maximum | 51 |
| Range | 51 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 6.0377839 |
|---|---|
| Coefficient of variation (CV) | 0.88265508 |
| Kurtosis | 4.5189165 |
| Mean | 6.8404794 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.6916391 |
| Sum | 25686 |
| Variance | 36.454834 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 3 | 505 | |
| 2 | 500 | |
| 1 | 361 | 9.6% |
| 4 | 323 | 8.6% |
| 8 | 197 | 5.2% |
| 6 | 186 | 4.9% |
| 10 | 186 | 4.9% |
| 7 | 182 | 4.8% |
| 5 | 177 | 4.7% |
| 9 | 170 | 4.5% |
| Other values (33) | 968 |
| Value | Count | Frequency (%) |
| 0 | 131 | 3.5% |
| 1 | 361 | |
| 2 | 500 | |
| 3 | 505 | |
| 4 | 323 | |
| 5 | 177 | 4.7% |
| 6 | 186 | 4.9% |
| 7 | 182 | 4.8% |
| 8 | 197 | 5.2% |
| 9 | 170 | 4.5% |
| Value | Count | Frequency (%) |
| 51 | 1 | < 0.1% |
| 45 | 1 | < 0.1% |
| 44 | 1 | < 0.1% |
| 43 | 2 | |
| 40 | 2 | |
| 39 | 2 | |
| 38 | 1 | < 0.1% |
| 35 | 2 | |
| 34 | 2 | |
| 33 | 4 |
facing
Categorical
High correlation Missing
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1092 |
| Missing (%) | 28.9% |
| Memory size | 206.1 KiB |
| North-East | |
|---|---|
| East | |
| North | |
| West | |
| South | |
| Other values (3) |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 6.8389262 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | West |
|---|---|
| 2nd row | West |
| 3rd row | North-East |
| 4th row | South-East |
| 5th row | North-East |
Common Values
| Value | Count | Frequency (%) |
| North-East | 637 | |
| East | 636 | |
| North | 397 | 10.5% |
| West | 252 | 6.7% |
| South | 233 | 6.2% |
| North-West | 199 | 5.3% |
| South-East | 172 | 4.6% |
| South-West | 156 | 4.1% |
| (Missing) | 1092 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| north-east | 637 | |
| east | 636 | |
| north | 397 | |
| west | 252 | 9.4% |
| south | 233 | 8.7% |
| north-west | 199 | 7.4% |
| south-east | 172 | 6.4% |
| south-west | 156 | 5.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 3846 | |
| s | 2052 | |
| o | 1794 | |
| h | 1794 | |
| E | 1445 | 7.9% |
| a | 1445 | 7.9% |
| N | 1233 | 6.7% |
| r | 1233 | 6.7% |
| - | 1164 | 6.3% |
| W | 607 | 3.3% |
| Other values (3) | 1729 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13332 | |
| Uppercase Letter | 3846 | 21.0% |
| Dash Punctuation | 1164 | 6.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 3846 | |
| s | 2052 | |
| o | 1794 | |
| h | 1794 | |
| a | 1445 | 10.8% |
| r | 1233 | 9.2% |
| e | 607 | 4.6% |
| u | 561 | 4.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 1445 | |
| N | 1233 | |
| W | 607 | |
| S | 561 | 14.6% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1164 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 17178 | |
| Common | 1164 | 6.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 3846 | |
| s | 2052 | |
| o | 1794 | |
| h | 1794 | |
| E | 1445 | 8.4% |
| a | 1445 | 8.4% |
| N | 1233 | 7.2% |
| r | 1233 | 7.2% |
| W | 607 | 3.5% |
| e | 607 | 3.5% |
| Other values (2) | 1122 | 6.5% |
Common
| Value | Count | Frequency (%) |
| - | 1164 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18342 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 3846 | |
| s | 2052 | |
| o | 1794 | |
| h | 1794 | |
| E | 1445 | 7.9% |
| a | 1445 | 7.9% |
| N | 1233 | 6.7% |
| r | 1233 | 6.7% |
| - | 1164 | 6.3% |
| W | 607 | 3.3% |
| Other values (3) | 1729 |
agePossession
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 230.0 KiB |
| Relatively New | |
|---|---|
| New Property | |
| Moderately Old | |
| Undefined | |
| Old Property |
Length
| Max length | 18 |
|---|---|
| Median length | 14 |
| Mean length | 13.372284 |
| Min length | 9 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Relatively New |
|---|---|
| 2nd row | Old Property |
| 3rd row | New Property |
| 4th row | Under Construction |
| 5th row | Under Construction |
Common Values
| Value | Count | Frequency (%) |
| Relatively New | 1668 | |
| New Property | 622 | 16.5% |
| Moderately Old | 569 | 15.1% |
| Undefined | 327 | 8.7% |
| Old Property | 307 | 8.1% |
| Under Construction | 281 | 7.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| new | 2290 | |
| relatively | 1668 | |
| property | 929 | |
| old | 876 | 12.1% |
| moderately | 569 | 7.9% |
| undefined | 327 | 4.5% |
| under | 281 | 3.9% |
| construction | 281 | 3.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 8628 | |
| l | 4781 | 9.5% |
| t | 3728 | 7.4% |
| 3447 | 6.8% | |
| y | 3166 | 6.3% |
| r | 2989 | 5.9% |
| d | 2380 | 4.7% |
| N | 2290 | 4.5% |
| w | 2290 | 4.5% |
| i | 2276 | 4.5% |
| Other values (15) | 14492 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 39799 | |
| Uppercase Letter | 7221 | 14.3% |
| Space Separator | 3447 | 6.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 8628 | |
| l | 4781 | |
| t | 3728 | |
| y | 3166 | 8.0% |
| r | 2989 | 7.5% |
| d | 2380 | 6.0% |
| w | 2290 | 5.8% |
| i | 2276 | 5.7% |
| a | 2237 | 5.6% |
| o | 2060 | 5.2% |
| Other values (7) | 5264 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 2290 | |
| R | 1668 | |
| P | 929 | |
| O | 876 | 12.1% |
| U | 608 | 8.4% |
| M | 569 | 7.9% |
| C | 281 | 3.9% |
Space Separator
| Value | Count | Frequency (%) |
| 3447 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 47020 | |
| Common | 3447 | 6.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 8628 | |
| l | 4781 | 10.2% |
| t | 3728 | 7.9% |
| y | 3166 | 6.7% |
| r | 2989 | 6.4% |
| d | 2380 | 5.1% |
| N | 2290 | 4.9% |
| w | 2290 | 4.9% |
| i | 2276 | 4.8% |
| a | 2237 | 4.8% |
| Other values (14) | 12255 |
Common
| Value | Count | Frequency (%) |
| 3447 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50467 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 8628 | |
| l | 4781 | 9.5% |
| t | 3728 | 7.4% |
| 3447 | 6.8% | |
| y | 3166 | 6.3% |
| r | 2989 | 5.9% |
| d | 2380 | 4.7% |
| N | 2290 | 4.5% |
| w | 2290 | 4.5% |
| i | 2276 | 4.5% |
| Other values (15) | 14492 |
furnish_type
Categorical
Missing
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 159 |
| Missing (%) | 4.2% |
| Memory size | 192.4 KiB |
| 0.0 | |
|---|---|
| 2.0 | |
| 1.0 | 214 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2363 | |
| 2.0 | 1038 | |
| 1.0 | 214 | 5.7% |
| (Missing) | 159 | 4.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2363 | |
| 2.0 | 1038 | |
| 1.0 | 214 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5978 | |
| . | 3615 | |
| 2 | 1038 | 9.6% |
| 1 | 214 | 2.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 7230 | |
| Other Punctuation | 3615 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5978 | |
| 2 | 1038 | 14.4% |
| 1 | 214 | 3.0% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 3615 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 10845 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5978 | |
| . | 3615 | |
| 2 | 1038 | 9.6% |
| 1 | 214 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 10845 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5978 | |
| . | 3615 | |
| 2 | 1038 | 9.6% |
| 1 | 214 | 2.0% |
servant_room
Categorical
High correlation
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.4 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2428 | |
| 1 | 1346 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2428 | |
| 1 | 1346 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2428 | |
| 1 | 1346 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3774 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2428 | |
| 1 | 1346 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3774 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2428 | |
| 1 | 1346 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3774 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2428 | |
| 1 | 1346 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3063 | |
| 1 | 711 | 18.8% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3063 | |
| 1 | 711 | 18.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3063 | |
| 1 | 711 | 18.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3774 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3063 | |
| 1 | 711 | 18.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3774 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3063 | |
| 1 | 711 | 18.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3774 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3063 | |
| 1 | 711 | 18.8% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3118 | |
| 1 | 656 | 17.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3118 | |
| 1 | 656 | 17.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3118 | |
| 1 | 656 | 17.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3774 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3118 | |
| 1 | 656 | 17.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3774 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3118 | |
| 1 | 656 | 17.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3774 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3118 | |
| 1 | 656 | 17.4% |
store_room
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 184.4 KiB |
| 0 | |
|---|---|
| 1 | 340 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 340 | 9.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 340 | 9.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 340 | 9.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3774 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 340 | 9.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3774 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 340 | 9.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3774 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3434 | |
| 1 | 340 | 9.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 3356 | |
| 1 | 418 | 11.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 3356 | |
| 1 | 418 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 3356 | |
| 1 | 418 | 11.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 3774 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 3356 | |
| 1 | 418 | 11.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 3774 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 3356 | |
| 1 | 418 | 11.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 3774 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 3356 | |
| 1 | 418 | 11.1% |
luxury_score
Real number (ℝ)
Missing Zeros
| Distinct | 161 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 159 |
| Missing (%) | 4.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.33361 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 426 |
| Zeros (%) | 11.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 29.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 35 |
| median | 60 |
| Q3 | 110 |
| 95-th percentile | 174 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 75 |
Descriptive statistics
| Standard deviation | 52.786137 |
|---|---|
| Coefficient of variation (CV) | 0.72975947 |
| Kurtosis | -0.87521384 |
| Mean | 72.33361 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 0.4527936 |
| Sum | 261486 |
| Variance | 2786.3762 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 426 | 11.3% |
| 49 | 343 | 9.1% |
| 174 | 196 | 5.2% |
| 44 | 57 | 1.5% |
| 38 | 56 | 1.5% |
| 165 | 55 | 1.5% |
| 72 | 55 | 1.5% |
| 60 | 49 | 1.3% |
| 37 | 47 | 1.2% |
| 45 | 44 | 1.2% |
| Other values (151) | 2287 | |
| (Missing) | 159 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 426 | |
| 5 | 6 | 0.2% |
| 6 | 6 | 0.2% |
| 7 | 40 | 1.1% |
| 8 | 24 | 0.6% |
| 9 | 8 | 0.2% |
| 12 | 7 | 0.2% |
| 13 | 10 | 0.3% |
| 14 | 11 | 0.3% |
| 15 | 41 | 1.1% |
| Value | Count | Frequency (%) |
| 174 | 196 | |
| 169 | 1 | < 0.1% |
| 168 | 8 | 0.2% |
| 167 | 21 | 0.6% |
| 166 | 11 | 0.3% |
| 165 | 55 | 1.5% |
| 161 | 3 | 0.1% |
| 160 | 26 | 0.7% |
| 159 | 23 | 0.6% |
| 158 | 34 | 0.9% |
Interactions
Correlations
| agePossession | balcony | bathroom | bedRoom | builtup | carpet_area | facing | floorNum | furnish_type | luxury_score | others | pooja room | price_in_lacs | price_per_sqft_inrs | property_type | servant_room | store_room | study room | super_builtup | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| agePossession | 1.000 | 0.272 | 0.110 | 0.128 | 0.000 | 0.000 | 0.092 | 0.125 | 0.100 | 0.130 | 0.111 | 0.189 | 0.101 | 0.051 | 0.373 | 0.292 | 0.146 | 0.142 | 0.085 |
| balcony | 0.272 | 1.000 | 0.223 | 0.173 | 0.000 | 0.025 | 0.016 | 0.079 | 0.060 | 0.091 | 0.080 | 0.192 | 0.136 | 0.033 | 0.207 | 0.437 | 0.140 | 0.180 | 0.304 |
| bathroom | 0.110 | 0.223 | 1.000 | 0.863 | -0.001 | 0.610 | 0.039 | -0.004 | 0.051 | 0.064 | 0.064 | 0.283 | 0.721 | 0.407 | 0.470 | 0.519 | 0.241 | 0.169 | 0.821 |
| bedRoom | 0.128 | 0.173 | 0.863 | 1.000 | -0.121 | 0.581 | 0.028 | -0.097 | 0.000 | -0.015 | 0.071 | 0.291 | 0.683 | 0.412 | 0.594 | 0.317 | 0.223 | 0.149 | 0.801 |
| builtup | 0.000 | 0.000 | -0.001 | -0.121 | 1.000 | 0.967 | 1.000 | 0.355 | 0.095 | 0.234 | 0.000 | 0.000 | 0.004 | -0.397 | 0.000 | 0.000 | 0.000 | 0.000 | 0.927 |
| carpet_area | 0.000 | 0.025 | 0.610 | 0.581 | 0.967 | 1.000 | 0.000 | 0.152 | 0.000 | 0.168 | 0.017 | 0.000 | 0.621 | 0.142 | 0.000 | 0.000 | 0.000 | 0.005 | 0.894 |
| facing | 0.092 | 0.016 | 0.039 | 0.028 | 1.000 | 0.000 | 1.000 | 0.000 | 0.043 | 0.022 | 0.000 | 0.026 | 0.022 | 0.000 | 0.092 | 0.040 | 0.038 | 0.000 | 0.000 |
| floorNum | 0.125 | 0.079 | -0.004 | -0.097 | 0.355 | 0.152 | 0.000 | 1.000 | 0.029 | 0.177 | 0.028 | 0.099 | 0.004 | -0.119 | 0.472 | 0.081 | 0.108 | 0.075 | 0.155 |
| furnish_type | 0.100 | 0.060 | 0.051 | 0.000 | 0.095 | 0.000 | 0.043 | 0.029 | 1.000 | 0.237 | 0.000 | 0.069 | 0.062 | 0.000 | 0.059 | 0.126 | 0.059 | 0.026 | 0.048 |
| luxury_score | 0.130 | 0.091 | 0.064 | -0.015 | 0.234 | 0.168 | 0.022 | 0.177 | 0.237 | 1.000 | 0.011 | 0.074 | 0.069 | -0.045 | 0.320 | 0.189 | 0.050 | 0.000 | 0.172 |
| others | 0.111 | 0.080 | 0.064 | 0.071 | 0.000 | 0.017 | 0.000 | 0.028 | 0.000 | 0.011 | 1.000 | 0.029 | 0.034 | 0.035 | 0.022 | 0.000 | 0.102 | 0.027 | 0.082 |
| pooja room | 0.189 | 0.192 | 0.283 | 0.291 | 0.000 | 0.000 | 0.026 | 0.099 | 0.069 | 0.074 | 0.029 | 1.000 | 0.336 | 0.044 | 0.252 | 0.248 | 0.306 | 0.309 | 0.154 |
| price_in_lacs | 0.101 | 0.136 | 0.721 | 0.683 | 0.004 | 0.621 | 0.022 | 0.004 | 0.062 | 0.069 | 0.034 | 0.336 | 1.000 | 0.743 | 0.544 | 0.370 | 0.301 | 0.245 | 0.775 |
| price_per_sqft_inrs | 0.051 | 0.033 | 0.407 | 0.412 | -0.397 | 0.142 | 0.000 | -0.119 | 0.000 | -0.045 | 0.035 | 0.044 | 0.743 | 1.000 | 0.205 | 0.046 | 0.000 | 0.032 | 0.288 |
| property_type | 0.373 | 0.207 | 0.470 | 0.594 | 0.000 | 0.000 | 0.092 | 0.472 | 0.059 | 0.320 | 0.022 | 0.252 | 0.544 | 0.205 | 1.000 | 0.067 | 0.241 | 0.123 | 1.000 |
| servant_room | 0.292 | 0.437 | 0.519 | 0.317 | 0.000 | 0.000 | 0.040 | 0.081 | 0.126 | 0.189 | 0.000 | 0.248 | 0.370 | 0.046 | 0.067 | 1.000 | 0.158 | 0.177 | 0.588 |
| store_room | 0.146 | 0.140 | 0.241 | 0.223 | 0.000 | 0.000 | 0.038 | 0.108 | 0.059 | 0.050 | 0.102 | 0.306 | 0.301 | 0.000 | 0.241 | 0.158 | 1.000 | 0.223 | 0.043 |
| study room | 0.142 | 0.180 | 0.169 | 0.149 | 0.000 | 0.005 | 0.000 | 0.075 | 0.026 | 0.000 | 0.027 | 0.309 | 0.245 | 0.032 | 0.123 | 0.177 | 0.223 | 1.000 | 0.116 |
| super_builtup | 0.085 | 0.304 | 0.821 | 0.801 | 0.927 | 0.894 | 0.000 | 0.155 | 0.048 | 0.172 | 0.082 | 0.154 | 0.775 | 0.288 | 1.000 | 0.588 | 0.043 | 0.116 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| property_type | society | sector | price_in_lacs | price_per_sqft_inrs | area | areaWithType | super_builtup | builtup | carpet_area | bedRoom | bathroom | balcony | floorNum | facing | agePossession | furnish_type | servant_room | study room | pooja room | store_room | others | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | flat | maa bhagwati residency | sector 7 | 45.0 | 5000.0 | 900.0 | Carpet area: 900 (83.61 sq.m.) | NaN | NaN | 900.0 | 2 | 2 | 1 | 4.0 | West | Relatively New | 0.0 | 0 | 0 | 0 | 0 | 0 | 28.0 |
| 1 | flat | apna enclave | sector 3 | 50.0 | 7692.0 | 650.03 | Carpet area: 650 (60.39 sq.m.) | NaN | NaN | 650.0 | 2 | 2 | 1 | 1.0 | West | Old Property | 2.0 | 0 | 0 | 0 | 0 | 0 | 37.0 |
| 2 | flat | tulsiani easy in homes | sohna road | 40.0 | 6722.0 | 595.06 | Carpet area: 595 (55.28 sq.m.) | NaN | NaN | 595.0 | 2 | 2 | 3 | 12.0 | NaN | New Property | 0.0 | 0 | 0 | 0 | 0 | 0 | 36.0 |
| 3 | flat | smart world orchard | sector 61 | 147.0 | 12250.0 | 1200.0 | Carpet area: 1200 (111.48 sq.m.) | NaN | NaN | 1200.0 | 2 | 2 | 2 | 2.0 | NaN | Under Construction | 0.0 | 0 | 1 | 0 | 0 | 0 | 76.0 |
| 4 | flat | parkwood westend | sector 92 | 70.0 | 5204.0 | 1345.12 | Super Built up area 1345(124.95 sq.m.) | 1345.0 | NaN | NaN | 2 | 2 | 3 | 5.0 | NaN | Under Construction | 0.0 | 0 | 1 | 0 | 0 | 0 | 0.0 |
| 5 | flat | signature global infinity mall | sector 36 | 41.0 | 6269.0 | 654.01 | Built Up area: 654 (60.76 sq.m.) | NaN | 654.0 | NaN | 2 | 2 | 3 | 3.0 | NaN | Undefined | 0.0 | 0 | 0 | 0 | 0 | 0 | 0.0 |
| 6 | flat | the cocoon | dwarka expressway | 200.0 | 13333.0 | 1500.04 | Super Built up area 1500(139.35 sq.m.) | 1500.0 | NaN | NaN | 3 | 3 | 3 | 5.0 | NaN | New Property | 0.0 | 0 | 0 | 0 | 0 | 0 | 0.0 |
| 7 | flat | ats triumph | sector 104 | 180.0 | 7860.0 | 2290.08 | Carpet area: 2290 (212.75 sq.m.) | NaN | NaN | 2290.0 | 3 | 4 | 3 | 14.0 | NaN | New Property | 0.0 | 0 | 0 | 0 | 0 | 0 | 60.0 |
| 8 | flat | vatika xpressions | sector 88b | 110.0 | 8148.0 | 1350.02 | Built Up area: 1350 (125.42 sq.m.)Carpet area: 1050 sq.ft. (97.55 sq.m.) | NaN | 1350.0 | 1050.0 | 2 | 4 | 3+ | 2.0 | North-East | Under Construction | 0.0 | 0 | 1 | 0 | 0 | 0 | 58.0 |
| 9 | flat | raheja revanta | sector 78 | 475.0 | 16885.0 | 2813.15 | Built Up area: 2813 (261.34 sq.m.) | NaN | 2813.0 | NaN | 3 | 3 | 2 | 31.0 | NaN | Under Construction | 0.0 | 1 | 0 | 0 | 0 | 0 | 100.0 |
| property_type | society | sector | price_in_lacs | price_per_sqft_inrs | area | areaWithType | super_builtup | builtup | carpet_area | bedRoom | bathroom | balcony | floorNum | facing | agePossession | furnish_type | servant_room | study room | pooja room | store_room | others | luxury_score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3764 | house | independent | sector 31 | 350.0 | 24155.0 | (135 sq.m.) Plot Area | Plot area 161(134.62 sq.m.) | NaN | 161.0 | NaN | 4 | 3 | 3 | 2.0 | South-West | Moderately Old | NaN | 0 | 0 | 0 | 1 | 0 | NaN |
| 3765 | house | independent | sector 46 | 565.0 | 23870.0 | (220 sq.m.) Plot Area | Plot area 263(219.9 sq.m.) | NaN | 263.0 | NaN | 8 | 6 | 3+ | 3.0 | South-West | Moderately Old | NaN | 1 | 0 | 0 | 0 | 0 | NaN |
| 3766 | house | independent | sector 46 | 355.0 | 24500.0 | (135 sq.m.) Plot Area | Plot area 161(134.62 sq.m.) | NaN | 161.0 | NaN | 5 | 4 | 3+ | 3.0 | North-West | Moderately Old | NaN | 1 | 0 | 0 | 0 | 0 | NaN |
| 3767 | house | independent | sector 46 | 360.0 | 24845.0 | (135 sq.m.) Plot Area | Plot area 161(134.62 sq.m.) | NaN | 161.0 | NaN | 5 | 5 | 3+ | 3.0 | South-East | Moderately Old | NaN | 1 | 0 | 0 | 0 | 0 | NaN |
| 3768 | house | independent | sector 55 | 310.0 | 20026.0 | (144 sq.m.) Plot Area | Plot area 172(143.81 sq.m.) | NaN | 172.0 | NaN | 5 | 4 | 3+ | 2.0 | North-East | Moderately Old | NaN | 1 | 0 | 0 | 1 | 0 | NaN |
| 3769 | house | independent | sector 57 | 475.0 | 28787.0 | (149 sq.m.) Plot Area | Plot area 1600(148.64 sq.m.)Built Up area: 1700 sq.ft. (157.94 sq.m.)Carpet area: 1650 sq.ft. (153.29 sq.m.) | NaN | 1700.0 | 1650.0 | 3 | 3 | 3 | 2.0 | North-West | Moderately Old | NaN | 0 | 0 | 0 | 1 | 0 | NaN |
| 3770 | house | dlf city phase 1 | sector 26 | 550.0 | 30556.0 | (167 sq.m.) Plot Area | Plot area 200(167.23 sq.m.) | NaN | 200.0 | NaN | 4 | 4 | 3 | 2.0 | North-East | Moderately Old | NaN | 1 | 1 | 1 | 0 | 0 | NaN |
| 3771 | house | dlf city plots phase 2 | sector 25 | 425.0 | 31481.0 | (125 sq.m.) Plot Area | Plot area 150(125.42 sq.m.) | NaN | 150.0 | NaN | 3 | 2 | 3 | 2.0 | North | Old Property | NaN | 0 | 1 | 0 | 0 | 0 | NaN |
| 3772 | house | dlf city phase 1 | sector 26 | 450.0 | 33333.0 | (125 sq.m.) Plot Area | Plot area 150(125.42 sq.m.) | NaN | 150.0 | NaN | 3 | 3 | 2 | 2.0 | East | Moderately Old | NaN | 1 | 1 | 0 | 0 | 0 | NaN |
| 3773 | house | dlf city phase 1 | sector 26 | 325.0 | 33129.0 | (91 sq.m.) Plot Area | Plot area 109(91.14 sq.m.) | NaN | 109.0 | NaN | 3 | 3 | 3 | 2.0 | West | Old Property | NaN | 0 | 1 | 0 | 0 | 0 | NaN |